This file presents the full results for Daily, Prospective Association of Sleep, Physical Activity, and Sedentary Behaviour with Affect: A Bayesian Multilevel Compositional Data Analysis.

Notes. Statistical significance of individual parameters was set as Bayesian 95% posterior credible intervals (CIs) not including zero.

  • MVPA = Moderate-to-Vigorous Physical Activity
  • LPA = Light Physical Activity
  • SB = Sedentary Behaviour

Estimated difference in for 30-minute reallocation between 24h behaviours

High arousal positive affect

Estimate [95% CI] Minute From To Level Sig
0.00 [-0.11, 0.12] 30 Awake in Bed Sleep between
-0.19 [-0.39, 0.02] 30 MVPA Sleep between
-0.02 [-0.17, 0.13] 30 LPA Sleep between
-0.01 [-0.05, 0.03] 30 SB Sleep between
0.00 [-0.07, 0.08] 30 Sleep Awake in Bed between
-0.19 [-0.40, 0.03] 30 MVPA Awake in Bed between
-0.01 [-0.17, 0.15] 30 LPA Awake in Bed between
-0.01 [-0.08, 0.07] 30 SB Awake in Bed between
0.12 [-0.01, 0.24] 30 Sleep MVPA between
0.12 [-0.05, 0.29] 30 Awake in Bed MVPA between
0.10 [-0.15, 0.35] 30 LPA MVPA between
0.11 [-0.01, 0.23] 30 SB MVPA between
0.02 [-0.10, 0.13] 30 Sleep LPA between
0.02 [-0.14, 0.17] 30 Awake in Bed LPA between
-0.17 [-0.47, 0.12] 30 MVPA LPA between
0.01 [-0.11, 0.12] 30 SB LPA between
0.01 [-0.03, 0.05] 30 Sleep SB between
0.01 [-0.11, 0.13] 30 Awake in Bed SB between
-0.18 [-0.38, 0.02] 30 MVPA SB between
-0.01 [-0.16, 0.14] 30 LPA SB between
0.02 [-0.01, 0.05] 30 Awake in Bed Sleep within
0.01 [-0.04, 0.05] 30 MVPA Sleep within
-0.04 [-0.08, -0.01] 30 LPA Sleep within Yes
0.01 [ 0.00, 0.02] 30 SB Sleep within
-0.02 [-0.04, 0.01] 30 Sleep Awake in Bed within
-0.01 [-0.06, 0.04] 30 MVPA Awake in Bed within
-0.06 [-0.10, -0.02] 30 LPA Awake in Bed within Yes
-0.01 [-0.03, 0.01] 30 SB Awake in Bed within
-0.01 [-0.03, 0.02] 30 Sleep MVPA within
0.02 [-0.02, 0.06] 30 Awake in Bed MVPA within
-0.05 [-0.10, 0.01] 30 LPA MVPA within
0.00 [-0.03, 0.03] 30 SB MVPA within
0.03 [ 0.00, 0.06] 30 Sleep LPA within
0.05 [ 0.02, 0.09] 30 Awake in Bed LPA within Yes
0.04 [-0.03, 0.10] 30 MVPA LPA within
0.04 [ 0.01, 0.06] 30 SB LPA within Yes
-0.01 [-0.02, 0.00] 30 Sleep SB within
0.02 [-0.01, 0.05] 30 Awake in Bed SB within
0.00 [-0.04, 0.05] 30 MVPA SB within
-0.05 [-0.08, -0.01] 30 LPA SB within Yes

Low arousal positive affect

Estimate [95% CI] Minute From To Level Sig
-0.01 [-0.12, 0.11] 30 Awake in Bed Sleep between
-0.14 [-0.34, 0.05] 30 MVPA Sleep between
0.05 [-0.10, 0.20] 30 LPA Sleep between
0.00 [-0.04, 0.04] 30 SB Sleep between
0.00 [-0.07, 0.08] 30 Sleep Awake in Bed between
-0.14 [-0.35, 0.07] 30 MVPA Awake in Bed between
0.06 [-0.10, 0.21] 30 LPA Awake in Bed between
0.00 [-0.07, 0.08] 30 SB Awake in Bed between
0.09 [-0.03, 0.20] 30 Sleep MVPA between
0.08 [-0.08, 0.24] 30 Awake in Bed MVPA between
0.14 [-0.10, 0.38] 30 LPA MVPA between
0.09 [-0.03, 0.20] 30 SB MVPA between
-0.04 [-0.15, 0.07] 30 Sleep LPA between
-0.04 [-0.19, 0.10] 30 Awake in Bed LPA between
-0.18 [-0.46, 0.10] 30 MVPA LPA between
-0.04 [-0.15, 0.07] 30 SB LPA between
0.00 [-0.04, 0.04] 30 Sleep SB between
-0.01 [-0.12, 0.10] 30 Awake in Bed SB between
-0.14 [-0.33, 0.05] 30 MVPA SB between
0.05 [-0.09, 0.20] 30 LPA SB between
-0.01 [-0.04, 0.03] 30 Awake in Bed Sleep within
-0.01 [-0.05, 0.04] 30 MVPA Sleep within
-0.02 [-0.05, 0.02] 30 LPA Sleep within
0.01 [ 0.00, 0.02] 30 SB Sleep within
0.00 [-0.02, 0.02] 30 Sleep Awake in Bed within
0.00 [-0.05, 0.05] 30 MVPA Awake in Bed within
-0.01 [-0.05, 0.02] 30 LPA Awake in Bed within
0.01 [-0.01, 0.03] 30 SB Awake in Bed within
0.00 [-0.03, 0.03] 30 Sleep MVPA within
0.00 [-0.04, 0.04] 30 Awake in Bed MVPA within
-0.01 [-0.07, 0.04] 30 LPA MVPA within
0.01 [-0.02, 0.04] 30 SB MVPA within
0.01 [-0.02, 0.04] 30 Sleep LPA within
0.01 [-0.03, 0.05] 30 Awake in Bed LPA within
0.01 [-0.06, 0.07] 30 MVPA LPA within
0.02 [-0.01, 0.05] 30 SB LPA within
-0.01 [-0.02, 0.00] 30 Sleep SB within
-0.01 [-0.04, 0.02] 30 Awake in Bed SB within
-0.01 [-0.06, 0.03] 30 MVPA SB within
-0.02 [-0.06, 0.01] 30 LPA SB within

High arousal negative affect

Estimate [95% CI] Minute From To Level Sig
-0.02 [-0.09, 0.06] 30 Awake in Bed Sleep between
0.10 [-0.04, 0.23] 30 MVPA Sleep between
0.01 [-0.09, 0.11] 30 LPA Sleep between
0.00 [-0.02, 0.03] 30 SB Sleep between
0.01 [-0.04, 0.06] 30 Sleep Awake in Bed between
0.11 [-0.04, 0.25] 30 MVPA Awake in Bed between
0.02 [-0.09, 0.13] 30 LPA Awake in Bed between
0.01 [-0.04, 0.06] 30 SB Awake in Bed between
-0.06 [-0.14, 0.02] 30 Sleep MVPA between
-0.08 [-0.19, 0.04] 30 Awake in Bed MVPA between
-0.05 [-0.22, 0.12] 30 LPA MVPA between
-0.06 [-0.14, 0.02] 30 SB MVPA between
-0.01 [-0.09, 0.07] 30 Sleep LPA between
-0.03 [-0.13, 0.07] 30 Awake in Bed LPA between
0.09 [-0.11, 0.28] 30 MVPA LPA between
-0.01 [-0.08, 0.07] 30 SB LPA between
0.00 [-0.03, 0.02] 30 Sleep SB between
-0.02 [-0.09, 0.06] 30 Awake in Bed SB between
0.10 [-0.04, 0.23] 30 MVPA SB between
0.01 [-0.09, 0.11] 30 LPA SB between
0.01 [-0.01, 0.04] 30 Awake in Bed Sleep within
0.02 [-0.02, 0.06] 30 MVPA Sleep within
0.01 [-0.02, 0.04] 30 LPA Sleep within
-0.01 [-0.02, 0.00] 30 SB Sleep within
-0.01 [-0.03, 0.01] 30 Sleep Awake in Bed within
0.01 [-0.03, 0.06] 30 MVPA Awake in Bed within
0.00 [-0.03, 0.03] 30 LPA Awake in Bed within
-0.01 [-0.03, 0.00] 30 SB Awake in Bed within
-0.01 [-0.04, 0.01] 30 Sleep MVPA within
0.00 [-0.03, 0.04] 30 Awake in Bed MVPA within
0.00 [-0.05, 0.05] 30 LPA MVPA within
-0.02 [-0.04, 0.01] 30 SB MVPA within
0.00 [-0.03, 0.02] 30 Sleep LPA within
0.01 [-0.02, 0.04] 30 Awake in Bed LPA within
0.02 [-0.04, 0.08] 30 MVPA LPA within
-0.01 [-0.04, 0.01] 30 SB LPA within
0.01 [ 0.00, 0.02] 30 Sleep SB within
0.02 [ 0.00, 0.04] 30 Awake in Bed SB within
0.03 [-0.01, 0.07] 30 MVPA SB within
0.01 [-0.02, 0.04] 30 LPA SB within

Low arousal negative affect

Estimate [95% CI] Minute From To Level Sig
-0.03 [-0.10, 0.04] 30 Awake in Bed Sleep between
-0.01 [-0.12, 0.11] 30 MVPA Sleep between
0.04 [-0.04, 0.13] 30 LPA Sleep between
0.00 [-0.02, 0.03] 30 SB Sleep between
0.02 [-0.03, 0.06] 30 Sleep Awake in Bed between
0.01 [-0.11, 0.13] 30 MVPA Awake in Bed between
0.06 [-0.03, 0.15] 30 LPA Awake in Bed between
0.02 [-0.02, 0.06] 30 SB Awake in Bed between
0.00 [-0.07, 0.07] 30 Sleep MVPA between
-0.03 [-0.12, 0.07] 30 Awake in Bed MVPA between
0.05 [-0.10, 0.19] 30 LPA MVPA between
0.01 [-0.06, 0.08] 30 SB MVPA between
-0.03 [-0.10, 0.03] 30 Sleep LPA between
-0.06 [-0.15, 0.02] 30 Awake in Bed LPA between
-0.04 [-0.21, 0.13] 30 MVPA LPA between
-0.03 [-0.10, 0.03] 30 SB LPA between
0.00 [-0.03, 0.02] 30 Sleep SB between
-0.03 [-0.10, 0.03] 30 Awake in Bed SB between
-0.01 [-0.13, 0.10] 30 MVPA SB between
0.04 [-0.05, 0.13] 30 LPA SB between
0.00 [-0.02, 0.02] 30 Awake in Bed Sleep within
0.03 [ 0.00, 0.06] 30 MVPA Sleep within
0.00 [-0.03, 0.02] 30 LPA Sleep within
0.00 [-0.01, 0.00] 30 SB Sleep within
0.00 [-0.01, 0.02] 30 Sleep Awake in Bed within
0.03 [ 0.00, 0.06] 30 MVPA Awake in Bed within
0.00 [-0.03, 0.02] 30 LPA Awake in Bed within
0.00 [-0.01, 0.01] 30 SB Awake in Bed within
-0.02 [-0.04, 0.00] 30 Sleep MVPA within
-0.02 [-0.04, 0.01] 30 Awake in Bed MVPA within
-0.02 [-0.06, 0.02] 30 LPA MVPA within
-0.02 [-0.04, 0.00] 30 SB MVPA within
0.00 [-0.01, 0.02] 30 Sleep LPA within
0.00 [-0.02, 0.03] 30 Awake in Bed LPA within
0.03 [-0.01, 0.08] 30 MVPA LPA within
0.00 [-0.02, 0.02] 30 SB LPA within
0.00 [ 0.00, 0.01] 30 Sleep SB within
0.00 [-0.02, 0.02] 30 Awake in Bed SB within
0.03 [ 0.00, 0.06] 30 MVPA SB within
0.00 [-0.03, 0.02] 30 LPA SB within

Figures for reallocation from 1 to 60 minutes

Between person level

Within person level